Deep Learning-based DeepAR for Time Series Probabilistic Forecasting

Real-world applications bring forth innovations for time series forecasting. Here let’s consider two use cases. An electricity company needs to forecast the energy consumptions of millions of individual households in a geographical area. The predictions can enable the electricity company to plan and allocate resources at household level. The second use case comes from…